TextYess MCP Server for LlamaIndexGive LlamaIndex instant access to 12 tools to Get Campaign Analytics, Get Campaign Conversions, Get Campaigns Delivery Status, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add TextYess as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The TextYess app connector for LlamaIndex is a standout in the Productivity category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to TextYess. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in TextYess?"
)
print(response)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About TextYess MCP Server
Connect your TextYess account to any AI agent and simplify how you manage your AI-driven sales, WhatsApp marketing campaigns, and conversational commerce analytics through natural conversation.
LlamaIndex agents combine TextYess tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
What you can do
- Campaign Management — List all WhatsApp marketing campaigns and retrieve detailed analytics including opens, clicks, and revenue.
- Order Tracking — Monitor conversational commerce sales by listing all orders processed through AI agents or campaigns.
- Product Sync Oversight — List and inspect products synced from your e-commerce platform (Shopify, etc.) to your TextYess catalog.
- Agent Interaction Monitoring — List and review recent customer conversations with your AI shopping agent to ensure quality.
- Integration Control — List connected e-commerce platforms and verify active webhooks for product and order sync.
- Organizational Insights — Retrieve metadata for your organization and user profile directly from the agent.
The TextYess MCP Server exposes 12 tools through the Vinkius. Connect it to LlamaIndex in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 TextYess tools available for LlamaIndex
When LlamaIndex connects to TextYess through Vinkius, your AI agent gets direct access to every tool listed below — spanning conversational-commerce, whatsapp-marketing, ai-sales-agent, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Get analytics for a specific campaign
List orders generated by a campaign
Check campaigns deliverability
Get authenticated user profile
Get organization information
Get details for a specific product
List AI agent interactions
List all conversational commerce orders
List active webhooks
List connected e-commerce platforms
List WhatsApp marketing campaigns
List all synced products
Connect TextYess to LlamaIndex via MCP
Follow these steps to wire TextYess into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the TextYess MCP Server
LlamaIndex provides unique advantages when paired with TextYess through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine TextYess tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain TextYess tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query TextYess, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what TextYess tools were called, what data was returned, and how it influenced the final answer
TextYess + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the TextYess MCP Server delivers measurable value.
Hybrid search: combine TextYess real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query TextYess to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying TextYess for fresh data
Analytical workflows: chain TextYess queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for TextYess in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with TextYess immediately.
"List all active marketing campaigns in my TextYess account."
"Show me the revenue generated by the 'Abandoned Cart' campaign (ID: camp_10293)."
"List the last 3 customer conversations with the AI shopping agent."
Troubleshooting TextYess MCP Server with LlamaIndex
Common issues when connecting TextYess to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpTextYess + LlamaIndex FAQ
Common questions about integrating TextYess MCP Server with LlamaIndex.